Coverart for item
The Resource Model based parameter estimation : theory and applications, Hans Georg Bock [and others], editors

Model based parameter estimation : theory and applications, Hans Georg Bock [and others], editors

Label
Model based parameter estimation : theory and applications
Title
Model based parameter estimation
Title remainder
theory and applications
Statement of responsibility
Hans Georg Bock [and others], editors
Contributor
Subject
Language
eng
Summary
This judicious selection of articles combines mathematical and numerical methods to apply parameter estimation and optimum experimental design in a range of contexts. These include fields as diverse as biology, medicine, chemistry, environmental physics, image processing and computer vision. The material chosen was presented at a multidisciplinary workshop on parameter estimation held in 2009 in Heidelberg. The contributions show how indispensable efficient methods of applied mathematics and computer-based modeling can be to enhancing the quality of interdisciplinary research. The use of scientific computing to model, simulate, and optimize complex processes has become a standard methodology in many scientific fields, as well as in industry. Demonstrating that the use of state-of-the-art optimization techniques in a number of research areas has much potential for improvement, this book provides advanced numerical methods and the very latest results for the applications under consideration
Member of
Cataloging source
GW5XE
Dewey number
519.5/44
Illustrations
illustrations
Index
no index present
LC call number
QA276.8
LC item number
.M63 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Bock, Hans Georg
Series statement
Contributions in mathematical and computational sciences,
Series volume
v. 4
http://library.link/vocab/subjectName
  • Parameter estimation
  • Differential equations
  • Simulation methods
  • MATHEMATICS
  • Differential equations
  • Parameter estimation
  • Simulation methods
  • Parameterschätzung
  • Optimale Versuchsplanung
  • Mathematisches Modell
  • Differentialgleichung
Label
Model based parameter estimation : theory and applications, Hans Georg Bock [and others], editors
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Interaction Between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway
  • Elfriede Friedmann, Andrea C. Pfeifer, Rebecca Neumann
  • The Importance and Challenges of Bayesian Parameter Learning in Systems Biology
  • Johanna Mazur, Lars Kaderali
  • Experiment Setups and Parameter Estimation in Fluorescence Recovery After Photobleaching Experiments: A Review of Current Practice
  • J. Beaudouin, Mario S. Mommer, Hans Georg Bock
  • Drug Resistance in Infectious Diseases: Modeling, Parameter Estimation and Numerical Simulation
  • Le Thi Thanh An, Willi Jäger
  • Mathematical Models of Hematopoietic Reconstitution After Stem Cell Transplantation
  • Anna Marciniak-Czochra, Thomas Stiehl
  • Parameter Estimation and Optimum Experimental Design for Differential Equation Models
  • Combustion Chemistry and Parameter Estimation
  • Marc Fischer, Uwe Riedel
  • Numerical Simulation of Catalytic Reactors by Molecular-Based Models
  • Olaf Deutschmann, Steffen Tischer
  • Model-Based Design of Experiments for Estimating Heat-Transport Parameters in Tubular Reactors
  • Alexander Badinski, Daniel Corbett
  • Parameter Estimation for a Reconstructed SOFC Mixed-Conducting LSCF-Cathode
  • Thomas Carraro, Jochen Joos
  • An Application of Robust Parameter Estimation in Environmental Physics
  • Alexandra G. Herzog, Felix R. Vogel
  • Hans Georg Bock, Stefan Körkel, Johannes P. Schlöder
  • Parameter Estimation in Image Processing and Computer Vision
  • Christoph S. Garbe, Björn Ommer
  • Adaptive Finite Element Methods for Parameter Identification Problems
  • Boris Vexler
  • Gauss-Newton Methods for Robust Parameter Estimation
  • Tanja Binder, Ekaterina Kostina
  • An Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed Systems
  • Dariusz Uciński
Control code
829106686
Dimensions
unknown
Extent
1 online resource (x, 334 pages)
File format
unknown
Form of item
online
Isbn
9783642303678
Lccn
2012954944
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-30367-8
Other physical details
illustrations (some color)
http://library.link/vocab/ext/overdrive/overdriveId
464914
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)829106686
Label
Model based parameter estimation : theory and applications, Hans Georg Bock [and others], editors
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Interaction Between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway
  • Elfriede Friedmann, Andrea C. Pfeifer, Rebecca Neumann
  • The Importance and Challenges of Bayesian Parameter Learning in Systems Biology
  • Johanna Mazur, Lars Kaderali
  • Experiment Setups and Parameter Estimation in Fluorescence Recovery After Photobleaching Experiments: A Review of Current Practice
  • J. Beaudouin, Mario S. Mommer, Hans Georg Bock
  • Drug Resistance in Infectious Diseases: Modeling, Parameter Estimation and Numerical Simulation
  • Le Thi Thanh An, Willi Jäger
  • Mathematical Models of Hematopoietic Reconstitution After Stem Cell Transplantation
  • Anna Marciniak-Czochra, Thomas Stiehl
  • Parameter Estimation and Optimum Experimental Design for Differential Equation Models
  • Combustion Chemistry and Parameter Estimation
  • Marc Fischer, Uwe Riedel
  • Numerical Simulation of Catalytic Reactors by Molecular-Based Models
  • Olaf Deutschmann, Steffen Tischer
  • Model-Based Design of Experiments for Estimating Heat-Transport Parameters in Tubular Reactors
  • Alexander Badinski, Daniel Corbett
  • Parameter Estimation for a Reconstructed SOFC Mixed-Conducting LSCF-Cathode
  • Thomas Carraro, Jochen Joos
  • An Application of Robust Parameter Estimation in Environmental Physics
  • Alexandra G. Herzog, Felix R. Vogel
  • Hans Georg Bock, Stefan Körkel, Johannes P. Schlöder
  • Parameter Estimation in Image Processing and Computer Vision
  • Christoph S. Garbe, Björn Ommer
  • Adaptive Finite Element Methods for Parameter Identification Problems
  • Boris Vexler
  • Gauss-Newton Methods for Robust Parameter Estimation
  • Tanja Binder, Ekaterina Kostina
  • An Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed Systems
  • Dariusz Uciński
Control code
829106686
Dimensions
unknown
Extent
1 online resource (x, 334 pages)
File format
unknown
Form of item
online
Isbn
9783642303678
Lccn
2012954944
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-30367-8
Other physical details
illustrations (some color)
http://library.link/vocab/ext/overdrive/overdriveId
464914
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)829106686

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